Amisha
Pune
Summary
- Passionate AI professional specializing in advanced Generative AI techniques, adept in Prompt Engineering and Retrieval Augmented Generation. Proficient in Machine Learning, causal AI, and Operation Research, with experience in AWS and Azure platforms. Dedicated to pioneering AI advancements for groundbreaking solutions.
Overview
3
3
years of professional experience
1
1
Certification
Work History
RESEARCHER
TCS
06.2023 - Current
- Developed Sophisticated chatbots by integrating Embedding models, Vector database and Open AI models
- Implemented advanced prompting techniques (CoT, COSTAR etc.) for content extraction and risk assessment
- Parsed PDFs for Retrieval Augmented Generation, enhancing Large Language Models (LLM) Output for text summarization, code generation, conversion, website generation and SQL Query generation
- Researched Causal AI libraries for data causal discovery and inference
OPERATIONS RESEARCH SCIENTIST
05.2021 - 08.2023
- Worked as an Operations research scientist and python developer in supply chain optimization project
- Generating optimal plan of routes and volume to be delivered between different terminals based on business constraints and objective using pulp framework
DATA SCIENTIST
09.2022 - 05.2023
- Played a pivotal role in the development of Marketing Intelligence Machine Learning products, encompassing Marketing Media Mix, Multi-Touch Attribution, Churn Model, and Audience Segmentation
- Orchestrated the end-to-end pipeline for training and inference, ensuring the seamless integration of machine learning solutions into marketing strategies
- Contributed valuable insights and data-driven recommendations to optimize marketing initiatives, thereby enhancing overall business performance.
FULL STACK DEVELOPER
- 04.2021
- Worked as a Full stack developer and contributed in developing Flask web application
Education
BTech - Information Technology
MIT
05.2020
Skills
- Python
- Data Science
- Generative AI
- Machine learning
- Causal AI
Accomplishments
- Cleared TCS digital
- Won Applause Award and Best team Award
Certification
- Python for Data Science Professional, Edureka
- Generative AI Fundamentals, Google
- Microsoft Certified: Azure Fundamentals, Microsoft
- Microsoft Certified: Azure Data Fundamentals, Microsoft
- Microsoft Certified: Azure AI Fundamentals, Microsoft
Timeline
RESEARCHER
TCS
06.2023 - Current
DATA SCIENTIST
09.2022 - 05.2023
OPERATIONS RESEARCH SCIENTIST
05.2021 - 08.2023
FULL STACK DEVELOPER
- 04.2021
BTech - Information Technology
MIT
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